Hsu Chia-Yang, Liu Po-Hong, Ho Shu-Yein, Huang Yi-Hsiang, Lee Yun-Hsuan, Chiou Yi-You, Hsieh Ting-Hui, Fang Tom, Tsai Ya-Ju, Hou Ming-Chih, Huo Teh-Ia
Department of Medicine, Taipei Veterans General Hospital, Taipei, Taiwan.
Faculty of Medicine, National Yang-Ming University School of Medicine, Taipei, Taiwan.
PLoS One. 2017 Nov 10;12(11):e0188031. doi: 10.1371/journal.pone.0188031. eCollection 2017.
The recently proposed nomogram of Barcelona Clinic Liver Cancer (BCLC) lacks predictive accuracy for patients with stage D hepatocellular carcinoma (HCC). Tumor burden is crucial in prognostic prediction but is not included in the criteria of stage D HCC. This study aims to develop a nomogram with tumor burden as the core element for BCLC stage D patients.
A total of 386 patients were randomly grouped into derivation and validation sets (1:1 ratio). The multivariate Cox proportional hazards model was used to select factors with significant prognostic effect and generate the nomogram. Concordance indices and calibration plots were used to evaluate the performance of nomogram.
Overall survival of study patients was significantly associated with tumor burden as well as hepatitis B, serum α-fetoprotein level, cirrhosis and performance status in multivariate Cox regression (all p<0.05). Beta-coefficients of these variables in derivation set were used to generate the nomogram. Each patient was assigned with a total nomogram point that predicted individualized 6-month and 1-year survival. The derivation and validation sets had a c-index of 0.759 (95% confidence interval [CI]: 0.552-0.923) and 0.741 (95% CI: 0.529-0.913), respectively. The calibration plots were close to the 45-degree line for 6-month and 1-year survival prediction for all quarters of patients in both derivation and validation sets.
Tumor burden is significantly associated with the outcome for patients with stage D HCC. The tumor burden-incorporated nomogram may serve as a feasible and easy-to-use tool in predicting survival on an individual level.
最近提出的巴塞罗那临床肝癌(BCLC)列线图对D期肝细胞癌(HCC)患者缺乏预测准确性。肿瘤负荷在预后预测中至关重要,但未纳入D期HCC的标准中。本研究旨在开发一种以肿瘤负荷为核心要素的BCLC D期患者列线图。
总共386例患者被随机分为推导集和验证集(比例为1:1)。使用多变量Cox比例风险模型选择具有显著预后作用的因素并生成列线图。一致性指数和校准图用于评估列线图的性能。
在多变量Cox回归中,研究患者的总生存期与肿瘤负荷以及乙型肝炎、血清甲胎蛋白水平、肝硬化和体能状态显著相关(所有p<0.05)。推导集中这些变量的β系数用于生成列线图。为每位患者分配一个总列线图点数,以预测个体化的6个月和1年生存率。推导集和验证集的c指数分别为0.759(95%置信区间[CI]:0.552-0.923)和0.741(95%CI:0.529-0.913)。对于推导集和验证集中所有季度的患者,校准图在6个月和1年生存预测方面均接近45度线。
肿瘤负荷与D期HCC患者的预后显著相关。纳入肿瘤负荷的列线图可作为在个体水平预测生存的一种可行且易于使用的工具。